Group fairness is the requirement that different groups should be treated similarly regardless of individual merits. It is often thought of as a contradictory requirement to individual fairness. However, this has been an issue of debate [1]}. Thus, it's not clear how our framework for training might affect the group fairness requirement and is left for further investigation.
